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Deep Learning-Aided 5G Channel Estimation
2021 15th International Conference on Ubiquitous Information Management and Communication (IMCOM)
◽
10.1109/imcom51814.2021.9377351
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2021
◽
Author(s):
An Le Ha
◽
Trinh Van Chien
◽
Tien Hoa Nguyen
◽
Wan Choi
◽
Van Duc Nguyen
Keyword(s):
Deep Learning
◽
Channel Estimation
Download Full-text
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Performance Enhancement of Massive MIMO Using Deep Learning-Based Channel Estimation
IOP Conference Series Materials Science and Engineering
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10.1088/1757-899x/1051/1/012029
◽
2021
◽
Vol 1051
(1)
◽
pp. 012029
Author(s):
H M N Helmy
◽
S El Daysti
◽
H Shatila
◽
M Aboul-Dahab
Keyword(s):
Deep Learning
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Channel Estimation
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Massive Mimo
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Performance Enhancement
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Deep Learning Assisted Channel Estimation Refinement in Uplink OFDM Systems Under Time-Varying Channels**This work was supported in part by the National Natural Science Foundation of China (No. 61871327, 61801218 and 61701407), the Natural Science Basic Research Plan in Shaanxi Province of China (No.2018JM6037 and 2018JQ6017),
2021 International Wireless Communications and Mobile Computing (IWCMC)
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10.1109/iwcmc51323.2021.9498717
◽
2021
◽
Author(s):
Rugui Yao
◽
Qiannan Qin
◽
Shengyao Wang
◽
Nan Qi
◽
Ye Fan
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...
Keyword(s):
Deep Learning
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Channel Estimation
◽
Natural Science
◽
Basic Research
◽
Shaanxi Province
◽
Time Varying
◽
Ofdm Systems
◽
Research Plan
◽
Time Varying Channels
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Deep Learning Oriented Channel Estimation for Interference Reduction for 5G
10.1109/icses52305.2021.9633948
◽
2021
◽
Author(s):
Swapna
◽
Tangelapalli
◽
P. Pardha Saradhi
◽
Rahul Jashvantbhai Pandya
◽
Sridhar Iyer
Keyword(s):
Deep Learning
◽
Channel Estimation
◽
Interference Reduction
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Deep-Learning-Aided Joint Channel Estimation and Data Detection for Spatial Modulation
IEEE Access
◽
10.1109/access.2020.3032627
◽
2020
◽
Vol 8
◽
pp. 191910-191919
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Cited By ~ 1
Author(s):
Luping Xiang
◽
Yusha Liu
◽
Thien Van Luong
◽
Robert G. Maunder
◽
Lie-Liang Yang
◽
...
Keyword(s):
Deep Learning
◽
Channel Estimation
◽
Spatial Modulation
◽
Data Detection
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Joint Channel
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Massive MIMO Channel Estimation for Vehicular Communications: A Deep Learning Based Approach
2020 IEEE International Conference on Communications Workshops (ICC Workshops)
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10.1109/iccworkshops49005.2020.9145126
◽
2020
◽
Author(s):
Xiao Huang
◽
Sicong Liu
Keyword(s):
Deep Learning
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Channel Estimation
◽
Massive Mimo
◽
Mimo Channel
◽
Vehicular Communications
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Deep Learning-Based Channel Estimation for Doubly Selective Fading Channels
IEEE Access
◽
10.1109/access.2019.2901066
◽
2019
◽
Vol 7
◽
pp. 36579-36589
◽
Cited By ~ 28
Author(s):
Yuwen Yang
◽
Feifei Gao
◽
Xiaoli Ma
◽
Shun Zhang
Keyword(s):
Deep Learning
◽
Channel Estimation
◽
Fading Channels
◽
Selective Fading
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Overcoming the Channel Estimation Barrier in Massive MIMO Communication via Deep Learning
IEEE Wireless Communications
◽
10.1109/mwc.001.1900413
◽
2020
◽
Vol 27
(5)
◽
pp. 104-111
Author(s):
Zhenyu Liu
◽
Lin Zhang
◽
Zhi Ding
Keyword(s):
Deep Learning
◽
Channel Estimation
◽
Massive Mimo
◽
Mimo Communication
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Pilot-Assisted Channel Estimation and Signal Detection in Uplink Multi-User MIMO Systems With Deep Learning
IEEE Access
◽
10.1109/access.2020.2978253
◽
2020
◽
Vol 8
◽
pp. 44936-44946
Author(s):
Xiaoming Wang
◽
Hang Hua
◽
Youyun Xu
Keyword(s):
Deep Learning
◽
Channel Estimation
◽
Signal Detection
◽
Mimo Systems
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Channel Estimation in Massive MIMO Under Hardware Non-Linearities: Bayesian Methods Versus Deep Learning
IEEE Open Journal of the Communications Society
◽
10.1109/ojcoms.2019.2959913
◽
2020
◽
Vol 1
◽
pp. 109-124
◽
Cited By ~ 4
Author(s):
Ozlem Tugfe Demir
◽
Emil Bjornson
Keyword(s):
Deep Learning
◽
Channel Estimation
◽
Bayesian Methods
◽
Massive Mimo
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MIMO Channel Estimation with Non-Ideal ADCS: Deep Learning Versus GAMP
2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP)
◽
10.1109/mlsp.2019.8918799
◽
2019
◽
Cited By ~ 2
Author(s):
Marcos Yuichi Takeda
◽
Aldebaro Klautau
◽
Amine Mezghani
◽
Robert W. Heath
Keyword(s):
Deep Learning
◽
Channel Estimation
◽
Mimo Channel
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